A Study on Automatic Sleep Staging Algorithm Based on Improved SVM.
Song ZhangBin HuXiangwei ZhengPublished in: ChineseCSCW (2017)
Keyphrases
- improved algorithm
- support vector machine svm
- times faster
- cost function
- dynamic programming
- preprocessing
- experimental evaluation
- worst case
- np hard
- experimental study
- optimization algorithm
- significant improvement
- classification algorithm
- simulation study
- search space
- computational complexity
- computational cost
- knn
- expectation maximization
- detection algorithm
- multi class classification
- optimal parameters
- machine learning
- decomposition algorithm
- theoretical analysis
- probabilistic model
- k means
- optimal solution
- objective function
- image segmentation